Skip to content


  • Pro
Block or Report

Block or report emirceyani

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Add an optional note:
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse

Hi, I'm Emir Ceyani, an aspiring machine learning researcher and a PhD student from Los Angeles, CA 🇺🇸.


I am a Ph.D. student interested in deep learning , machine learning theory, federated learning, and Bayesian neural networks under the leadership of Prof. Salman Avestimehr at University of Southern California(USC). I also am an active contributor to FedML library. During my M.Sc. at Bilkent University, I was a research engineer at Turkcell Technologies, Istanbul,🇹🇷.

My main expertise has revolved around :

  1. Federated learning
  2. Graph neural networks
  3. Bayesian deep learning
  4. Probabilistic deep generative models(VAE, NF,...) & variational inference methods
  5. Spatio-temporal forecasting with deep learning
  • 👨🏽‍💻 I’m currently working on my PhD on federated machine/deep learning ;
  • 🌱 I’m currently learning meta learning, Bayesian non-parametrics, neural architecture search, and personalisation algortihms;
  • 👯 I’m looking to collaborate on research ideas 🤝 and I am always looking for research internships;
  • 📫 How to reach me:;

Languages and Tools:

Emir's github stats


  1. Forked from bayesgroup/deepbayes-2019

    Practical assignments of the Deep|Bayes summer school 2019

    Jupyter Notebook

  2. Forked from abaybektursun/why-batchNorm-works

    Source Code For: Why Does Batch Normalization Work?


  3. Deep Learning (with PyTorch)

    Jupyter Notebook 6k 2k

  4. FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated lear…

    Python 1.8k 469

  5. cv Public

    Forked from bamos/cv

    My YAML cv and resume, adopted from @bamos' own repository.


  6. FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

    174 39

682 contributions in the last year

Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Mon Wed Fri

Contribution activity

October 2022

emirceyani has no activity yet for this period.

Seeing something unexpected? Take a look at the GitHub profile guide.